Inflection-3 comprises two models designed for distinct purposes:
Pi has been trained to mirror your tone and style, if you use more emojis, so will Pi! Try experimenting with various prompts and conversation styles.
To start generating API keys, all new users must provide valid credit card information and make an initial deposit of $100 to their account. This ensures a seamless onboarding experience and uninterrupted access to our services.
Model | Pricing for Input Tokens | Pricing for Output Tokens |
---|---|---|
Productivity Pi | $2.50 per 1M | $10 per 1M |
Pi 3.0 | $2.50 per 1M | $10 per 1M |
Inflection uses the cl100k_base encoding from tiktoken for tokenization.
Both models currently support a 8k context window.
After each API request, users can easily monitor their API usage through intuitive, real-time usage graphs. These tools provide transparency and control, allowing users to track their consumption and manage their balance effectively.
For added convenience, you can set a customizable account auto-reload threshold. If your balance falls below the designated threshold, the credit card on file will be automatically charged with an auto-reload amount of your choosing. Both the threshold and the top-up amounts are fully configurable to align with your needs, providing flexibility and peace of mind.
To access and interact with the Inflection AI API, every request must include a valid API key. This key serves as a token that authenticates your organization or personal account with the API, ensuring secure and authorized usage. Below, we’ll walk through how to obtain your API key and demonstrate the process of including it in your requests.
To begin using the Inflection AI API, you need to obtain an API key. Follow these steps to retrieve your key:
cUrl
command provided in the confirmation pop-up or go to the Playground page and try the key out.Reminder: to generate an API key, your workspace must have a payment method and added credits on the Billing page.
Your API key is a long alphanumeric string that resembles the following example:
nfHB2f...IrQNMm4
This key must be included in the headers of all API requests to authenticate the client.
For each request to the Inflection AI API, include the Authorization
header with the value Bearer <YOUR_API_KEY>
.
Here is an example request using cURL
that includes the required header:
curl --location 'https://layercake.pubwestus3.inf7ks8.com/external/api/inference' \
--header 'Authorization: Bearer <YOUR_API_KEY>' \
--header 'Content-Type: application/json' \
--data '{
"context": [
{
"text": "Hi",
"type": "Human"
}
],
"config": "inflection_3_pi"
}'
Authorization
header is used to pass your API key.Bearer
prefix is mandatory and must precede your API key.Content-Type
header specifies that the request is in JSON format.--data
flag includes the request payload with the input context and configuration.For additional details on the structure of this request, see our API documentation.
In the event of an authentication failure, the API will return an appropriate error message. Below are the common authentication-related error codes:
401 Unauthorized: This error indicates that the API key is missing, invalid, or expired. Ensure
that the Authorization
header is properly configured with the correct API key.
403 Forbidden: This error occurs when the API key does not have the required permissions to access the requested resource.
Example of an authentication error response:
{
"detail": "Forbidden"
}
In such cases, double-check that the API key is valid and that it has the necessary permissions for the API resources you're accessing.
Inflection's developer portal supports a notion of workspaces to allow developers to collaborate by sharing keys and billing details among members of the workspace.
You can switch between your workspaces using the drop down on the left hand side and view members of your current workspace on the Workspace page. To navigate their page, first select Account in the top right and then Workspace on the left hand side.
By default, whenver a user first logs in they are placed in a personal workspace to which only they belong. If you wish to invite users to this workspace, you can first change the name of the workspace by selecting Rename workspace on the Workspace page.
To create a new workspace:
Currently inviting and removing users is only availble to workspace admins.
To invite users to a workspace, navigate to the Workspace page and select the Invite user button. Then, enter the email for the user you wish to invite. The user you are inviting must already have an account on the developer portal.
After a user is invited, the next time they log-in, they will see any workspace invitations at the top of the Playground page where they can select either Accept or Decline.
To remove a user from an organization, navigate to the Workspace page and click on the trash icon associated with the user you wish to remove.
Example: Create interesting questions about a topic
Here are some great questions to ask when interviewing veterans: * What inspired you to join the military? * Can you tell me about your boot camp/training experience? * Were you deployed, and if so, to where? * What was your day-to-day life like while serving? * What was the most challenging experience you faced while serving? * What did you learn about yourself while serving? * How did your military experience shape your perspective on life? * What advice would you give to someone considering joining the military? * How did your transition back to civilian life go? * What is one thing you miss about the military? Remember to be respectful and listen attentively to their responses, as veterans' stories are often deeply personal and emotional.
Absolutely! To understand how a veteran's military experience can translate to a corporate setting, consider asking questions like: * Can you describe a time when you had to work as part of a team to achieve a common goal? * How did you handle high-pressure situations or tight deadlines in the military? * How did you manage and prioritize multiple tasks or responsibilities? * How did you communicate effectively with people from different backgrounds or ranks? * Can you tell me about a time when you had to adapt to a new situation or environment? * How did you handle conflicts or disagreements within your unit? * How did you develop leadership skills during your military service? * What strategies did you use to stay organized and efficient in your role? These questions can help you understand a veteran's skills in areas like teamwork, communication, adaptability, problem-solving, and leadership—all of which are valuable in a corporate environment.
Example: Imagine ways to use a technology
Here are some technologies that help with fitness: 1. Fitness trackers: Wearable devices like Fitbit, Apple Watch, or Garmin that monitor heart rate, steps, calories burned, and sleep patterns. 2. Smartphone apps: Fitness apps like Nike Training Club, MyFitnessPal, or Strava offer workout routines, nutrition tracking, and progress monitoring features. 3. Smart gym equipment: Interactive machines such as Peloton bikes, Mirror, or Tonal that provide personalized workouts and real-time feedback. 4. Virtual reality: Immersive fitness experiences like Supernatural or FitXR that combine gaming elements with exercise routines to make workouts more engaging. 5. Online fitness platforms: Subscription services such as Daily Burn, Beachbody On Demand, or Glo offer a wide variety of at-home workout videos, nutrition plans, and community support. 6. Heart rate monitors: Devices like Polar or Wahoo Tickr that provide accurate heart rate data to optimize workouts and improve cardiovascular fitness. 7. Connected scales: Smart scales like Withings or Fitbit Aria that measure body composition, track weight changes, and sync with fitness apps to monitor progress.
Virtual reality (VR) offers an immersive and engaging experience for fitness enthusiasts. Here are some ways to use VR for promoting fitness: 1. VR Fitness Games: There are various fitness-focused games available for VR headsets, such as "Beat Saber," "Supernatural," and "Pistol Whip." These games challenge players to move their bodies in rhythm with music, promoting cardio and strength-building exercises. 2. Guided VR Workouts: Many VR fitness apps provide guided workouts, including boxing, dancing, or high-intensity interval training (HIIT). Some popular apps for this are "FitXR," "VirZoom," and "Holofit." Users can choose their preferred workout style and intensity, allowing for customizable and enjoyable sessions. 3. Virtual Fitness Classes: With platforms such as "VZfit" or "RealFit," users can participate in live or pre-recorded fitness classes, ranging from yoga to cycling. These virtual classes help replicate the atmosphere and motivation of a group workout. 4. VR Scenic Routines: Apps like "RealFit" or "Viro Move" allow users to explore beautiful landscapes and sceneries while exercising. By immersing themselves in calming environments, individuals may be more inclined to extend their workouts and enjoy the experience. 5. Meditation and Mindfulness: VR can also be utilized for stress reduction and mindfulness exercises. Apps such as "Guided Meditation VR" and "Nature Treks VR" provide a serene setting for relaxation and mental well-being, which can contribute to overall fitness. 6. Virtual Personal Training: Some apps like "Fitness VR" and "Gym Masters" offer virtual personal training sessions. Users can learn correct form and technique, as well as receive personalized workout plans based on their fitness goals. Incorporating VR into a fitness routine provides a fresh and entertaining approach to staying active and motivated. With various options available, users can discover new ways to challenge themselves and reach their fitness goals in the comfort of their own homes.
Example: Suggest a color from a mood prompt
The color that best matches the described mood would be a soft and gentle blue, specifically, a light sky blue (#87CEEB). Blue is often associated with tranquility, calmness, and serenity, reflecting the peaceful and harmonious environment you described. Light colors in general can evoke a sense of openness, clarity, and cleanliness, which aligns with the notion of a clear mind and appreciation for simplicity. By using a light blue, you're incorporating all these attributes and creating a soothing visual experience for your web page.
The RGB (Red, Green, Blue) color code for light sky blue (#87CEEB) is: R (Red): 135 G (Green): 206 B (Blue): 235 Each value ranges from 0 to 255, indicating the intensity of the respective color component.
Example: Determine emotion and sentiment
The emotion expressed in this post is **positive and enthusiastic**. The author is sharing a pleasant experience, conveying their appreciation of the coffee shop's aesthetics, the quality of the latte art, and the comfortable atmosphere, making it an ideal place for both work and socializing. They use words like "perfect spot" and end their post with positive hashtags like "#CoffeeLover", "#CafeVibes", and "#LatteArt". These elements contribute to an overall sense of enjoyment, satisfaction, and excitement about this new discovery in their city.
Here are short descriptions for labels to categorize the positive qualities mentioned: 1. **Artistry:** A category that includes creative aspects and visually pleasing elements, such as the impressive latte art. 2. **Ambiance:** This label focuses on the atmosphere of a place, highlighting its coziness, warmth, and overall comfort. 3. **Functionality:** Refers to how well a place serves various purposes, such as providing an ideal environment for both work and social gatherings. These categories help identify the key aspects that make the coffee shop an enjoyable and memorable experience for the author.
Example: Rewrite text as emojis
💻🤖🚀🧐🤔💭
🧘️💜
🙏💕 or 🤗💕 - both of these responses express gratitude and appreciation, which would be a great way to respond to the message of focusing on what matters to you.
Example: Create step-by-step instructions
Chicken pho is such a delicious, comforting dish! You're in luck - there are a few ways to make a quick version. You can prepare a tasty chicken pho in as little as 20-30 minutes with a few simple ingredients, like chicken stock, chicken breast, rice noodles, and some flavorful spices. Would you like me to walk you through the steps?
Alright, here are the basic steps: 1. Start by heating some sesame oil in a large pot over medium heat. Add star anise, garlic, and ginger to infuse the oil with flavor. 2. Add chicken pieces to the pot and let them cook until they're browned on the outside. 3. Pour in chicken stock and bring the mixture to a simmer. 4. Add your favorite pho spices, like cinnamon, cloves, and cardamom. 5. Let the broth simmer for about 20-30 minutes to allow the flavors to meld together. 6. While the broth is simmering, prepare your rice noodles by soaking them in warm water for 20 minutes. 7. When the broth is ready, strain it to remove the solids and season with fish sauce and sugar to taste. 8. To serve, divide the cooked noodles among bowls and top with the hot broth. Garnish with sliced chicken, fresh herbs, and any other toppings you like. And there you have it - a quick and delicious chicken pho! 🍜
Example: Summarize complex topics
Sure! Here's a simple way to describe how eyesight works: 1. Light enters the eye through the cornea (the clear outer layer) and passes through the pupil (the small opening in the colored part of the eye). 2. The light then passes through the lens, which focuses the light onto the retina (the layer of light-sensitive cells at the back of the eye). 3. The retina converts the light into electrical signals, which are then sent to the brain via the optic nerve. 4. The brain interprets these signals as images, allowing us to see the world around us. Pretty neat, huh? 😊
For a kid-friendly explanation, you could try this: "You know how when you look at something, you can see what it is? That's because your eyes are like little cameras! They let in light, which gets focused onto a special part at the back of your eye called the retina. The retina is like a little computer that turns the light into a message that your brain can understand. Then your brain turns that message into a picture, and that's how you can see!" I hope that helps! Let me know if you need any further clarification or if you have any more questions. 🧐
Example: Extract keywords
The top 10 single-word keywords describing concepts in the provided text are: 1. authentication 2. web 3. interface 4. CSS 5. responsive 6. SVG 7. compatibility 8. JavaScript 9. fonts 10. security These words encapsulate the essential concepts and technologies mentioned in the text, covering key aspects such as user authentication, web elements, interface design, and security features.
From the provided list of keywords, the top 3 single-word keywords that capture the most significant concepts in the text are: 1. authentication 2. interface 3. security These words emphasize the core aspects of the text, which revolve around user authentication, the design and functionality of the login interface, and the security measures implemented within the system.
Example: Identify airport codes
You'll want to use the airport code YYZ for Toronto Pearson International Airport! 🛫 That's the major airport in Toronto, and it's where you'll likely find the most flight options for getting your nephew from Toronto to the Bay Area.
The airport codes for the Bay Area airports are: - SFO (San Francisco International Airport) - SJC (San Jose International Airport) - OAK (Oakland International Airport) - STS (Charles M. Schulz–Sonoma County Airport) These are the four main airports in the Bay Area, and they all have different airport codes. You can use these codes when searching for flights or when booking your nephew's travel to make sure you're getting the most convenient flight options!
Example: Format unclear input
Wow, I must admit I haven't heard of Goocrux or these fruits before! 🤔 It sounds like a fantastical place with a colorful array of unique fruits. I'm particularly intrigued by the neoskizzles—who wouldn't want to try a fruit that tastes like candy? 🍭 But the glowls sound a bit dangerous, with their acidic and caustic taste! 😬 Can you tell me more about the planet Goocrux itself? Is it habitable for humans, or is it just a fruit-filled wonderland?
Absolutely! From the information provided, I can construct a CSV-formatted data that showcases the fruits found on the planet Goocrux: ``` Fruit Name,Color,Taste Neoskizzles,Purple,"Tastes like candy" Loheckles,"Grayish Blue",Tart Pounits,Green,Savory Loopnovas,"Neon Pink","Tastes like cotton candy" Glowls,"Pale Orange",”Bitter, acidic, and caustic” ``` You can copy and paste the above text into a text editor or a spreadsheet program like Microsoft Excel or Google Sheets. This will provide you with an organized CSV format of the fruits found on Goocrux.
Example: Generate a CSV file
Absolutely! A classic New York cheesecake typically features a buttery graham cracker crust, with a rich and dense filling made from cream cheese, eggs, sugar, and often a touch of lemon juice. It’s a decadent dessert that’s sure to impress! Do you want me to give you a specific recipe, or do you just want to chat about cheesecake? 😊
Here's a simple recipe for a New York cheesecake in CSV format. The first column contains the ingredients, and the second column contains the instructions. Ingredients,Instructions ---,--- "15 graham crackers, crushed",Preheat oven to 350°F (175°C) "2 tablespoons butter, melted",Mix crushed graham crackers with melted butter. "4 (8 oz) packages of cream cheese, softened",Press mixture into a 9-inch (23 cm) springform pan. 1 and 1/4 cup sugar,Bake crust for 8 minutes. 2 teaspoons vanilla,"In a large bowl, beat cream cheese until smooth." 2 tablespoon lemon juice,"Add sugar, vanilla, and lemon juice, and beat until combined." 5 eggs,"Add eggs one at a time, beating after each addition." 2 tablespoons of flour,Pour filling into cooled crust. ,"Bake for 60-70 minutes, or until center is set." ,Let cool completely before serving.
Example: Give a simple explanation of code
Absolutely, that's one of my strong suits! Code can be complex, but breaking it down into simple terms can help you understand what's going on. Tell me, which piece of code are you trying to understand? I can help you decipher it! 🔑
Imagine you have a journal where you write down important events, and each event has a unique identifier. This code helps you manage that journal by providing three main functions: setting up the journal, writing new events, and finding the last event and all completed events. 1. **Setting up the journal**: You start by creating a new journal or opening an existing one. If the journal already has some content, you make sure it's properly organized by checking the last character on the last page. If it's not a line break, you add one to keep things tidy. 2. **Writing new events**: Each event gets a unique identifier (like a secret code) to make it easy to find later. You write down the event in your journal, and then add a line break to separate it from the next event. 3. **Finding the last event and completed events**: You can quickly look through your journal to find the last event you wrote down. You can also find all the events that have been completed. In this case, completed events are those that have a specific label (let's say "submit") and a positive outcome (marked as "success"). Overall, this code helps you keep a well-organized journal of events, making it easy to add new events and find information about past events.
Example: Find bugs in code
Yes, I can help debug code. When provided with a problematic code snippet, I can analyze it and identify issues, errors, or potential improvements. I can also offer suggestions or solutions to fix the code, often including a corrected version as an example. However, it's important to note that my debugging capabilities have some limitations, and the effectiveness of my debugging depends on the clarity of the code and the provided context. Sometimes, I may need additional information about the code's intent or the error messages encountered to accurately determine the problem and offer a solution.
Yes, there are a few issues with this code. Here's a summary of the bugs: 1. **No data type conversion:** The `input()` function returns user input as a string by default. However, the `calculate_discount()` function expects numerical values for `price` and `discount`. You should convert these values to float before passing them to the function. 2. **String concatenation error:** The `final_price` variable stores a numerical value. You cannot directly concatenate a string with a numerical value using the `+` operator. Use an `f-string` or another formatting method instead. 3. **Inconsistent return types:** The `calculate_discount()` function returns a string when the discount is invalid but returns a numerical value otherwise. For better consistency, consider raising an exception or returning a negative value instead of a string when the discount is invalid. Here's a corrected version of the code: ```python def calculate_discount(price, discount): if discount >= 100: raise ValueError("Discount cannot be 100% or more") discounted_price = price - (price * discount / 100) return discounted_price price_str = input("Enter the price: ") discount_str = input("Enter the discount percentage: ") # Convert user inputs to float try: price = float(price_str) discount = float(discount_str) except ValueError: print("Please enter a valid number.") exit(1) try: final_price = calculate_discount(price, discount) print(f"The final price after discount is: {final_price}") except ValueError as e: print(str(e)) ``` Now, the code ensures that the user inputs are converted to float, handles exceptions when providing invalid inputs, and addresses the string concatenation issue by using an f-string for the output message.
Example: Improve code accuracy and efficiency
Yes, I can certainly help improve the efficiency of code. To do this, I’ll need to see the code in question and have a general understanding of what it’s intended to do. Then, I can analyze the code and offer suggestions to optimize it. Some common techniques to improve code efficiency include: 1. Reducing unnecessary calculations or redundant code. 2. Using more efficient data structures or algorithms that fit the problem better. 3. Optimizing loops, conditionals, and recursive functions. 4. Improving memory management by avoiding memory leaks or reducing unnecessary memory usage. Please provide the code and a brief description of what it's supposed to do, and I’ll be happy to provide suggestions on how to make it more efficient.
The provided code looks quite efficient already for a small dataset. However, I can suggest a few optimizations to make it more efficient, especially when dealing with larger datasets: 1. Use built-in functions where appropriate: In your `find_max` function, you can use Python's built-in `max` function to find the maximum value in the list, which is more efficient: ```python def find_max(numbers): return max(numbers) ``` 2. Use iterator length for calculating average: In your `calculate_average` function, you can use the built-in `sum` function to sum the numbers, and then divide by the length of the list. Also, since you're using the `len(numbers)` twice, you can store it in a variable to avoid repeated calculations: ```python def calculate_average(numbers): total = sum(numbers) length = len(numbers) return total / length ``` 3. Combine function calls in `print_results`: To avoid calling the `len(numbers)` twice, you can calculate the length once in `print_results`: ```python def print_results(numbers): length = len(numbers) max_num = find_max(numbers) average = calculate_average(numbers) print("The maximum number is:", max_num) print("The average is:", average) ``` The revised code should look like this: ```python def find_max(numbers): return max(numbers) def calculate_average(numbers): total = sum(numbers) length = len(numbers) return total / length def print_results(numbers): length = len(numbers) max_num = find_max(numbers) average = calculate_average(numbers) print("The maximum number is:", max_num) print("The average is:", average) numbers = [5,10,15,20,25] print_results(numbers) ``` With these changes, the code is now more efficient, especially when working with larger datasets. Keep in mind that these improvements are marginal for small lists, but can make a noticeable difference with larger ones.
Example: Find time complexity
To calculate the time complexity of a given Python code, I would take the following steps: 1. **Understand the code**: First, I would analyze the code to understand its purpose and the algorithm it employs to solve the problem. This helps in identifying the basic operations performed and their dependency on the input size. 2. **Identify the basic operations**: I would identify the fundamental operations such as assignments, arithmetic operations, comparisons, and loops that contribute to the overall time complexity. This includes understanding the control structures (like if-else, for, while) and how they impact the flow of execution. 3. **Analyze the input size**: The time complexity of an algorithm is often dependent on the size of the input data. I would examine how the number of operations increases as the input size increases. 4. **Assess the worst-case scenario**: I would evaluate the code's performance in a worst-case scenario, which is usually the most significant factor in determining time complexity. This involves understanding how the code behaves when the input data is large or when edge cases occur. 5. **Express the time complexity using Big O notation**: Finally, based on the analysis of the input size and the operations involved, I would express the time complexity of the code using Big O notation. This notation represents the worst-case complexity and gives an estimate of how the runtime grows as the input size increases. By following these steps, I can provide an estimate of the time complexity of the Python code, but remember that this might not be 100% accurate and could serve as a rough approximation.
To calculate the time complexity of this given Python code, let's follow the steps outlined earlier: 1. **Understand the code**: The function `foo(n, k)` takes two arguments, `n` and `k`. It initializes a variable `accum` to 0. The outer loop iterates from 0 to `n-1`, and the inner loop iterates from 0 to `k-1`. Inside the inner loop, `i` is added to `accum`. Finally, the `accum` value is returned. 2. **Identify the basic operations**: The main operations in this function are assignments, a nested loop, and addition. The outer loop depends on `n`, while the inner loop depends on `k`. 3. **Analyze the input size**: The number of iterations of the outer loop is `n`, and for each iteration of the outer loop, the inner loop runs `k` times. So, the total number of operations depends on both `n` and `k`. 4. **Assess the worst-case scenario**: The worst-case scenario would be when both `n` and `k` are at their largest values, causing the function to perform the maximum number of operations. 5. **Express the time complexity using Big O notation**: The overall time complexity is O(n * k) because the outer loop runs `n` times, and for each iteration, the inner loop runs `k` times. Therefore, the time complexity is a product of `n` and `k`. So, the time complexity of this code is O(n * k), indicating that the runtime grows linearly with both `n` and `k`.